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Class ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder (3.52.0)
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Version 3.52.0 keyboard_arrow_down
public static final class ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder extends GeneratedMessageV3 . Builder<ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder > implements ExplanationMetadata . InputMetadata . FeatureValueDomainOrBuilder
Domain details of the input feature value. Provides numeric information
about the feature, such as its range (min, max). If the feature has been
pre-processed, for example with z-scoring, then it provides information
about how to recover the original feature. For example, if the input
feature is an image and it has been pre-processed to obtain 0-mean and
stddev = 1 values, then original_mean, and original_stddev refer to the
mean and stddev of the original feature (e.g. image tensor) from which
input feature (with mean = 0 and stddev = 1) was obtained.
Protobuf type
google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain
Inherited Members
com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)
com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
Static Methods
getDescriptor()
public static final Descriptors . Descriptor getDescriptor ()
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder addRepeatedField ( Descriptors . FieldDescriptor field , Object value )
Overrides
build()
public ExplanationMetadata . InputMetadata . FeatureValueDomain build ()
buildPartial()
public ExplanationMetadata . InputMetadata . FeatureValueDomain buildPartial ()
clear()
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder clear ()
Overrides
clearField(Descriptors.FieldDescriptor field)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder clearField ( Descriptors . FieldDescriptor field )
Overrides
clearMaxValue()
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder clearMaxValue ()
The maximum permissible value for this feature.
float max_value = 2;
clearMinValue()
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder clearMinValue ()
The minimum permissible value for this feature.
float min_value = 1;
clearOneof(Descriptors.OneofDescriptor oneof)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder clearOneof ( Descriptors . OneofDescriptor oneof )
Overrides
clearOriginalMean()
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder clearOriginalMean ()
If this input feature has been normalized to a mean value of 0,
the original_mean specifies the mean value of the domain prior to
normalization.
float original_mean = 3;
clearOriginalStddev()
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder clearOriginalStddev ()
If this input feature has been normalized to a standard deviation of
1.0, the original_stddev specifies the standard deviation of the domain
prior to normalization.
float original_stddev = 4;
clone()
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder clone ()
Overrides
getDefaultInstanceForType()
public ExplanationMetadata . InputMetadata . FeatureValueDomain getDefaultInstanceForType ()
getDescriptorForType()
public Descriptors . Descriptor getDescriptorForType ()
Overrides
getMaxValue()
public float getMaxValue ()
The maximum permissible value for this feature.
float max_value = 2;
Returns
Type Description
float The maxValue.
getMinValue()
public float getMinValue ()
The minimum permissible value for this feature.
float min_value = 1;
Returns
Type Description
float The minValue.
getOriginalMean()
public float getOriginalMean ()
If this input feature has been normalized to a mean value of 0,
the original_mean specifies the mean value of the domain prior to
normalization.
float original_mean = 3;
Returns
Type Description
float The originalMean.
getOriginalStddev()
public float getOriginalStddev ()
If this input feature has been normalized to a standard deviation of
1.0, the original_stddev specifies the standard deviation of the domain
prior to normalization.
float original_stddev = 4;
Returns
Type Description
float The originalStddev.
internalGetFieldAccessorTable()
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
isInitialized()
public final boolean isInitialized ()
Overrides
mergeFrom(ExplanationMetadata.InputMetadata.FeatureValueDomain other)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder mergeFrom ( ExplanationMetadata . InputMetadata . FeatureValueDomain other )
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder mergeFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Overrides
mergeFrom(Message other)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder mergeFrom ( Message other )
Parameter
Name Description
otherMessage
Overrides
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder mergeUnknownFields ( UnknownFieldSet unknownFields )
Overrides
setField(Descriptors.FieldDescriptor field, Object value)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder setField ( Descriptors . FieldDescriptor field , Object value )
Overrides
setMaxValue(float value)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder setMaxValue ( float value )
The maximum permissible value for this feature.
float max_value = 2;
Parameter
Name Description
valuefloat The maxValue to set.
setMinValue(float value)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder setMinValue ( float value )
The minimum permissible value for this feature.
float min_value = 1;
Parameter
Name Description
valuefloat The minValue to set.
setOriginalMean(float value)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder setOriginalMean ( float value )
If this input feature has been normalized to a mean value of 0,
the original_mean specifies the mean value of the domain prior to
normalization.
float original_mean = 3;
Parameter
Name Description
valuefloat The originalMean to set.
setOriginalStddev(float value)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder setOriginalStddev ( float value )
If this input feature has been normalized to a standard deviation of
1.0, the original_stddev specifies the standard deviation of the domain
prior to normalization.
float original_stddev = 4;
Parameter
Name Description
valuefloat The originalStddev to set.
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder setRepeatedField ( Descriptors . FieldDescriptor field , int index , Object value )
Overrides
setUnknownFields(UnknownFieldSet unknownFields)
public final ExplanationMetadata . InputMetadata . FeatureValueDomain . Builder setUnknownFields ( UnknownFieldSet unknownFields )
Overrides
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Last updated 2025-01-27 UTC.
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